Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "57"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 57 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 247 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 229 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_25984/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 57, Node 4:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.067812 10.275408 78.659205 82.482312 20.981833 26.541908 26.287670 30.030024 0.0502 0.0410 0.0031 1.226681 1.207176
2459593 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.917239 17.100314 82.836576 87.375328 30.401877 37.338314 13.600228 12.250280 0.0524 0.0387 0.0062 1.437709 1.374956
2459592 RF_ok 100.00% 100.00% 100.00% 0.00% - - 1.654088 1.643039 7.670062 8.391123 0.167671 0.978385 -1.654613 0.450729 0.0411 0.0284 0.0010 nan nan
2459591 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.510254 19.791456 96.778049 101.383066 26.409854 32.256411 1.326546 2.462274 0.0513 0.0356 0.0076 1.569612 1.456616
2459590 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.668471 24.005684 89.803586 94.389875 27.882812 34.307006 3.109121 4.386345 0.0494 0.0368 0.0056 1.484722 1.426506
2459589 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.709303 22.606854 83.443905 87.419662 16.568595 21.571514 18.640222 17.309146 0.0516 0.0427 0.0031 1.219532 1.205420
2459588 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.327391 15.534715 101.541045 106.963701 21.636773 24.586109 14.485347 13.311288 0.0498 0.0392 0.0030 1.544235 1.423747
2459587 RF_ok 100.00% - - - 100.00% 0.00% 18.802901 21.122946 129.744487 136.889747 -23.333991 -23.858603 -4.675000 -4.393628 nan nan nan 1.232932 1.234332
2459586 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.686030 18.908318 31.810637 32.875658 9.798115 11.460455 6.635091 7.963011 0.0546 0.0406 0.0074 1.582609 1.466055
2459585 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.955134 25.975732 10.394805 11.396808 9.312595 10.068549 1.481376 4.298792 0.0407 0.0288 0.0014 0.000000 0.000000
2459584 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.214600 25.029389 111.688207 117.194687 16.210746 18.445823 24.140904 23.929774 0.0455 0.0346 0.0048 0.000000 0.000000
2459583 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.589596 19.095702 34.592749 36.267043 19.574970 23.235310 -0.055519 0.414935 0.0513 0.0377 0.0062 2.164324 1.872599
2459582 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.579796 16.249514 31.092849 32.904561 23.484577 27.997525 0.009150 0.530699 0.0483 0.0352 0.0063 1.758395 1.572274
2459581 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.818116 22.768253 36.001833 37.127836 18.454680 22.504616 0.235488 0.595596 0.0504 0.0386 0.0050 1.487593 1.433648
2459580 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.395846 17.114549 36.165043 38.021022 20.477677 23.647588 -0.241923 0.378887 0.0518 0.0414 0.0041 2.082533 1.787782
2459579 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459578 RF_ok 0.00% 100.00% 100.00% 0.00% - - 2.204121 1.672163 2.986349 3.142234 -0.226250 -0.012483 0.548592 1.904134 0.0328 0.0289 0.0005 nan nan
2459577 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.877868 21.787393 33.426687 34.700760 20.569597 24.524744 0.096378 0.635003 0.0482 0.0356 0.0056 1.222973 1.214828
2459576 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.357163 16.826037 26.556413 27.812041 18.793907 21.620783 0.741167 1.289444 0.0505 0.0368 0.0066 1.916390 1.524829
2459575 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.543596 17.344254 26.356998 27.682198 15.460131 16.992743 7.293821 6.399671 0.0502 0.0392 0.0047 0.944914 0.932112
2459574 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.734512 15.841974 25.280654 26.455934 20.402748 24.154743 1.094452 0.794422 0.0487 0.0365 0.0051 1.759185 1.452300
2459573 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.338068 16.316734 43.559922 45.530380 24.322891 27.880959 0.643545 1.663281 0.0502 0.0390 0.0054 0.000000 0.000000
2459572 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.166375 16.273578 25.390617 26.596927 15.621064 17.712937 1.783314 2.914919 0.0522 0.0387 0.0067 2.427454 1.776796
2459571 RF_ok 0.00% 100.00% 100.00% 0.00% - - 1.702143 1.308843 2.868845 3.221551 -0.247995 -0.263861 0.442662 2.172088 0.0315 0.0289 0.0010 nan nan
2459570 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.429968 21.067756 15.298801 16.512369 1.252821 1.750595 2.604753 3.475546 0.0578 0.0471 0.0047 1.276374 1.286193
2459569 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.599363 19.593564 33.400379 34.549716 10.619141 10.832991 8.335874 9.132280 0.0553 0.0411 0.0058 1.662191 1.410105
2459566 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.049130 15.891664 33.184999 34.526441 18.733500 21.506711 -0.413692 -0.042919 0.0446 0.0342 0.0048 1.180928 1.150589
2459565 RF_ok 100.00% - - - 100.00% 0.00% 12150.971607 11576.117065 89064.159110 78052.728156 nan nan -5.052525 -5.052525 nan nan nan 0.000000 0.000000
2459564 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.390829 14.393578 35.177198 36.668618 2.151488 2.223332 0.186192 0.781428 0.0620 0.0485 0.0091 2.008505 1.437062
2459563 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459562 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.794685 10.494993 17.382645 18.126467 2.338757 2.657546 0.621192 1.131927 0.0621 0.0498 0.0084 2.085381 1.470230
2459561 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.444023 11.107932 16.589106 17.291715 2.704392 2.893359 1.035265 1.860893 0.0663 0.0525 0.0090 2.618844 1.616226
2459560 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.597432 10.085559 17.025604 17.529007 2.415412 2.919227 0.654509 1.091694 0.0579 0.0468 0.0067 2.483827 1.577388
2459559 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.076738 12.987744 18.568672 19.212309 2.731798 3.233878 0.879632 1.521260 0.0645 0.0533 0.0078 1.758254 1.371890
2459558 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.724872 17.228688 34.922432 36.819699 21.203878 23.032789 1.233392 2.226867 0.0591 0.0479 0.0069 1.192317 1.181422
2459557 RF_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0385 0.0369 0.0009 nan nan
2459556 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.104731 17.450786 37.694182 39.824251 19.211613 20.810596 2.651480 4.978345 0.0637 0.0522 0.0076 1.208704 1.193435
2459554 RF_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0554 0.0440 0.0071 nan nan
2459553 RF_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0637 0.0540 0.0069 nan nan
2459552 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.663903 21.380848 50.768079 52.492351 29.360314 32.256556 3.043654 3.811056 0.0577 0.0496 0.0057 1.067651 1.222111
2459551 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.537388 10.640109 20.537516 21.286950 3.252944 4.122445 1.012095 1.721016 0.0610 0.0499 0.0078 1.591850 1.328913
2459550 RF_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0340 0.0307 0.0018 nan nan
2459549 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.436214 16.259748 38.182743 39.665707 20.692364 22.725371 1.029331 2.067989 0.0562 0.0492 0.0046 1.274839 1.269515
2459542 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.376508 23.221409 77.126602 80.018388 1.140168 2.018858 0.552074 1.333804 0.0595 0.0509 0.0058 1.265149 1.250777
2459541 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.512634 9.954877 38.258129 37.378270 223.300418 264.896651 7.724733 16.076136 0.0686 0.0595 0.0058 1.147326 1.135548
2459540 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.626257 16.733287 17.318320 18.311285 4.134229 5.334154 0.636094 1.186732 0.0599 0.0521 0.0044 1.248554 1.241905
2459536 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.627805 28.297407 65.844889 68.055851 29.293469 31.582499 2.223874 3.658069 0.0517 0.0463 0.0032 1.410896 1.397888
2459535 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.559237 13.871546 16.092048 16.808178 2.435463 5.746282 0.135085 0.838499 0.0410 0.0381 0.0013 1.168778 1.163704
2459534 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.823714 13.637046 14.341793 14.921650 2.433060 4.169903 -0.063797 0.193432 0.0442 0.0411 0.0013 1.154921 1.149489
2459533 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.170526 20.979294 35.650894 37.291295 17.793423 20.670704 1.054825 2.444943 0.0431 0.0394 0.0015 1.132897 1.126832
2459532 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.443753 23.165653 45.892042 48.338652 22.075489 25.495018 0.405261 1.268698 0.0435 0.0408 0.0012 0.000000 0.000000
2459530 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.155663 11.838128 14.513650 15.099012 3.340984 4.212371 0.342869 0.688751 0.0466 0.0439 0.0014 1.189534 1.183978
2459527 RF_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.373891 28.866235 53.926414 56.206194 40.484748 35.060977 -0.008663 1.029452 0.0689 0.0837 0.0090 0.000000 0.000000
2459523 RF_ok 100.00% - - - 100.00% 0.00% 21.954792 24.527819 52.336019 53.692071 17.744919 29.784691 1.902202 3.021156 nan nan nan 1.356789 1.331023
2459522 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.726776 23.874198 49.333435 52.214809 10.917966 23.761762 0.887307 2.273185 0.0607 0.0534 0.0031 1.413245 1.390406
2459513 RF_ok 0.00% 100.00% 100.00% 0.00% - - 2.107891 1.671422 3.068734 3.559174 -0.158310 0.433713 0.649777 2.996142 0.0519 0.0443 0.0098 nan nan
2459508 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.829658 32.643583 50.429515 52.950826 18.174805 15.857660 12.750140 14.245700 0.0431 0.0421 0.0004 0.000000 0.000000
2459505 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 83.195176 114.092461 112.974912 114.665592 97.444761 103.895660 610.701365 586.048119 0.0098 0.0069 0.0054 1.100052 1.099520

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 57: 2459792

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 40.787795 21.666538 0.836817 38.035969 1.535451 40.787795 9.278209 2.030450 1.213941

Antenna 57: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 68.937615 21.861035 2.621430 68.937615 5.401371 51.934023 4.925592 23.932645 1.523500

Antenna 57: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 62.648796 1.784847 32.722029 1.622141 62.648796 6.935595 46.653858 3.434984 7.605177

Antenna 57: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 64.925578 -1.141083 30.170720 4.569591 64.925578 14.811813 49.050034 8.328795 17.359309

Antenna 57: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 66.337346 -0.904314 25.712822 4.989209 66.337346 8.425123 52.570715 2.279250 7.198805

Antenna 57: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 53.286445 26.830357 -1.177379 53.286445 4.299070 33.792462 6.074339 6.947859 1.901371

Antenna 57: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 64.406897 2.595983 28.559707 1.963144 64.406897 8.823564 52.118953 4.152530 10.483061

Antenna 57: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 57: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 65.480532 26.215601 1.522957 65.480532 -0.426519 49.607686 2.797366 0.689860 0.484398

Antenna 57: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 24.269312 1.194590 23.190222 0.217904 19.993166 2.202315 24.269312 3.174374 4.805790

Antenna 57: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Shape 21.262067 3.096334 21.262067 1.808051 9.376344 1.663040 13.733389 3.724412 2.784247

Antenna 57: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok nn Temporal Variability 5.743242 3.263594 0.668652 5.663463 0.400753 1.663354 5.743242 0.178178 1.296898

Antenna 57: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 23.796771 0.351881 14.508955 -0.274314 11.661617 8.801273 23.796771 2.252383 1.721287

Antenna 57: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 36.438721 20.509989 0.041771 9.219381 -1.240093 36.438721 7.992932 1.197962 3.185217

Antenna 57: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 19.700783 0.797989 8.050259 4.379611 19.700783 5.047012 10.021090 0.985084 6.305695

Antenna 57: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 7.403496 4.877254 -0.435792 7.403496 0.174404 4.983034 -0.572304 3.689122 -0.101021

Antenna 57: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 4.780185 -0.588017 3.314385 0.254812 4.114899 -0.410040 4.780185 -0.269696 1.935619

Antenna 57: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok nn Power 4.575644 1.684365 0.388572 4.575644 0.122892 3.616649 1.722582 -1.927114 0.487447

Antenna 57: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok nn Power 5.833831 1.768450 2.943288 5.833831 5.545279 5.727974 5.706273 -1.219292 2.800141

Antenna 57: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 13.704636 6.201730 1.906996 13.704636 6.185641 7.677907 4.905830 4.253565 -1.214392

Antenna 57: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 6.546864 5.094156 -0.204791 6.546864 0.462845 1.980298 0.178775 3.658218 -0.155628

Antenna 57: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 5.720168 -0.747822 4.408346 -0.225414 5.720168 -0.370033 4.566475 -0.588596 2.829727

Antenna 57: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 13.391700 2.222922 4.267750 7.943094 8.969576 4.026181 13.391700 -2.092166 4.679953

Antenna 57: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 14.828729 2.008281 0.699305 3.381337 2.755729 14.828729 2.063228 10.794072 3.232638

Antenna 57: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 10.042149 1.680950 5.328738 4.820335 10.042149 4.820130 2.167602 -1.480105 3.963763

Antenna 57: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 18.792021 6.423792 1.365713 15.234814 4.683498 18.792021 3.377771 8.517455 -0.584527

Antenna 57: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok nn Power 1.386858 -1.054955 1.309659 -1.146997 1.386858 -1.264047 0.903097 -0.768145 -1.684308

Antenna 57: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 7.209617 3.853434 -0.289292 7.209617 1.133967 5.244291 0.178317 2.430776 -0.325108

Antenna 57: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 5.996541 -0.203016 3.539403 1.086462 5.996541 0.278213 5.924220 -0.287649 2.437393

Antenna 57: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 9.040756 3.673932 0.322252 5.242354 1.455265 9.040756 2.075769 2.907150 -0.869409

Antenna 57: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 5.602328 3.504891 0.073009 5.602328 1.153789 5.538468 0.826882 2.403856 -0.871233

Antenna 57: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 8.035636 -0.647560 5.178412 0.905846 8.035636 -0.064909 2.014539 -0.924763 2.928441

Antenna 57: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 16.015048 5.128559 1.735417 16.015048 7.982880 11.616412 5.447940 4.367942 -1.433703

Antenna 57: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 21.622724 11.093329 1.353673 21.622724 5.133751 21.255339 7.379754 6.584807 -0.482632

Antenna 57: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 57: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 24.533540 4.679744 -0.101481 10.680864 2.245960 24.533540 4.682097 4.213547 0.665437

Antenna 57: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Shape 8.612352 8.612352 1.598952 2.719675 2.473277 1.395459 7.092450 -0.331118 4.458456

Antenna 57: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 Nnan Not Found ee Shape 18.465929 3.647799 18.465929 4.217900 5.494840 2.345522 2.253847 0.347932 0.505564

Antenna 57: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Power 5.178054 -0.239953 4.803263 0.690258 5.178054 0.822550 3.814440 -1.514840 2.516816

Antenna 57: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 3.606325 2.661131 1.938150 1.907505 1.231726 3.606325 0.860026 0.186661 -0.135638

Antenna 57: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok nn Power 9.110453 2.885603 1.362690 8.427738 9.110453 8.949385 6.985712 2.024274 -0.343322

Antenna 57: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 4.577786 2.644101 3.000306 0.995458 3.727161 4.577786 4.520408 -0.142826 0.030294

Antenna 57: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 14.265250 5.571751 7.118239 6.140383 1.212282 5.019840 14.265250 0.735769 0.491401

Antenna 57: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 14.551302 2.561451 2.066703 2.905326 2.347676 14.551302 4.585388 0.287942 1.448176

Antenna 57: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok nn Power 9.870527 0.668681 1.183450 0.198942 9.870527 8.767222 7.689707 0.806040 -1.538283

Antenna 57: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 2.475372 0.055494 1.358024 1.248770 1.583993 1.263130 2.475372 0.109298 0.774079

Antenna 57: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 5.692801 2.226377 1.785596 2.985714 -0.112132 1.942599 5.692801 1.095008 -0.232188

Antenna 57: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 5.584973 1.832347 2.954876 2.896592 0.363492 0.165747 5.584973 1.553946 -0.159043

Antenna 57: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 5.286339 2.125929 4.892791 2.953402 0.791947 2.775508 5.286339 2.000837 -0.306982

Antenna 57: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok nn Temporal Variability 10.920897 1.425612 3.209338 6.946112 5.630866 10.920897 5.040711 0.022103 2.245161

Antenna 57: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 13.510909 4.046679 1.657177 0.803099 2.975257 13.510909 3.808026 -0.083761 1.509864

Antenna 57: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 13.243660 1.480230 -0.350432 2.862308 -0.445234 1.141247 13.243660 -0.330910 -0.542372

Antenna 57: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 8.261495 0.950746 0.118626 2.161146 -0.648184 4.773306 8.261495 1.576386 -0.333795

Antenna 57: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 5.924953 1.253651 0.761567 1.174102 0.305057 3.402448 5.924953 1.129258 -0.123423

Antenna 57: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 6.434884 1.139185 0.354363 2.191364 -0.721255 0.841790 6.434884 1.224198 -0.574180

Antenna 57: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok nn Power 7.970258 0.250590 1.912867 -1.100696 7.970258 3.438121 7.121207 0.804497 -0.631732

Antenna 57: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok nn Temporal Variability 6.421776 0.178661 0.716640 -0.053652 1.226460 1.532493 6.421776 -0.667755 0.184207

Antenna 57: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok nn Temporal Variability 8.521013 0.870821 -0.482187 1.059904 -0.714468 8.521013 5.976657 2.468411 -0.495838

Antenna 57: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 3.452961 -0.718444 1.476062 -0.905613 1.307489 3.452961 2.735640 -0.851949 1.190657

Antenna 57: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok nn Power 1.971628 -0.402032 1.768479 0.187822 1.971628 1.830765 -0.182793 -0.626986 0.487411

Antenna 57: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 5.843874 -0.682417 0.996184 -0.726190 1.083173 5.843874 1.265950 -0.214886 1.222245

Antenna 57: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 digital_ok nn Temporal Variability 8.311289 -0.398079 1.357262 3.169508 8.123966 4.669783 8.311289 -1.056615 -1.054717

Antenna 57: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 6.760387 1.521988 -0.738349 1.478070 -0.816895 0.815481 6.760387 0.412840 -0.216702

Antenna 57: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok nn Power 9.152032 2.943008 0.375595 9.152032 3.947104 8.146079 4.191711 0.047386 0.438059

Antenna 57: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok nn Power 1.273287 0.947947 -0.199528 1.273287 -0.000135 -0.812506 0.060581 -0.651362 -0.456892

Antenna 57: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 digital_ok ee Temporal Variability 3.798244 1.001131 -0.217922 1.022903 -0.660270 -0.105605 3.798244 -0.221337 -0.608108

Antenna 57: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 RF_ok nn Power 8.384449 0.365886 1.215903 4.988514 8.384449 6.147350 8.285610 -1.708461 0.691079

Antenna 57: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 RF_ok ee Shape 1.273265 1.167389 1.273265 -0.297211 -0.410640 -1.395976 -1.313376 -4.013357 -3.777926

Antenna 57: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 57: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 RF_ok nn Temporal Variability 2.825452 1.654240 0.400108 1.541742 -0.384824 2.825452 1.371247 0.518751 -0.959443

Antenna 57: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 RF_ok nn Temporal Variability 65.880432 1.866769 1.281128 4.801457 2.661451 65.880432 47.329325 39.599974 34.834987

Antenna 57: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 RF_ok nn Power 7.705186 -0.659948 -0.184075 6.395459 7.705186 2.882882 2.274968 -1.684007 -1.671985

Antenna 57: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 RF_ok nn Power 2.639047 -0.707985 -0.751013 2.639047 1.665309 0.943636 1.879150 -1.103048 -1.194930

Antenna 57: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 RF_ok ee Temporal Discontinuties 2764.937805 1419.134225 1419.134225 1282.574075 1282.574075 1036.412366 1036.412366 2764.937805 2764.937805

Antenna 57: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 RF_ok nn Temporal Discontinuties 1206.597555 322.280986 322.280986 292.251946 292.251946 299.293486 299.293486 1206.597555 1206.597555

Antenna 57: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 N04 RF_ok ee Temporal Discontinuties 1403.572514 413.989259 413.989259 411.608563 411.608563 427.872465 427.872465 1403.572514 1403.572514

Antenna 57: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 N04 RF_ok nn Temporal Variability 6.301065 1.652504 1.569521 5.234797 4.307409 6.301065 4.828232 -1.732588 -1.929501

Antenna 57: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Temporal Discontinuties 8.795183 0.194096 0.812622 6.669686 8.037351 4.119477 5.026695 7.769500 8.795183

Antenna 57: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Temporal Discontinuties 5.270190 0.946559 2.590514 4.396729 4.964160 2.516094 2.754874 3.708678 5.270190

Antenna 57: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Power 10.794238 0.455913 1.211355 10.109352 10.794238 3.318870 2.302165 -3.345552 -2.450689

Antenna 57: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Power 18.345117 5.338587 5.323912 18.294085 18.345117 6.982046 5.620570 -5.468593 -6.925279

Antenna 57: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Power 14.816239 3.483060 4.317560 14.422781 14.816239 nan nan -10.619603 -10.340121

Antenna 57: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 4 RF_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 57: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 57: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Power 47.470540 18.812828 15.911372 47.470540 45.268799 9.350665 11.625080 0.501921 -0.171060

Antenna 57: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Power 46.423297 20.793676 18.100251 46.423297 44.378599 9.411804 11.847370 0.572740 -0.108363

Antenna 57: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Power 60.996423 18.045593 21.625664 58.031011 60.996423 7.462102 6.134609 0.203546 1.248391

Antenna 57: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Power 70.122937 23.445534 19.505093 70.122937 66.178875 18.427885 17.244547 4.662100 2.382622

Antenna 57: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Power 60.739019 18.198581 22.682118 57.535560 60.739019 23.949298 22.528395 2.663531 4.560353

Antenna 57: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Power 63.105005 24.705865 19.505468 63.105005 59.623673 15.112048 15.786390 3.878403 2.199503

Antenna 57: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Power 84.859663 23.292404 27.859492 80.905720 84.859663 29.880917 30.365163 3.955502 6.325374

Antenna 57: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Power 63.152259 21.031282 16.895872 63.152259 59.574053 10.131926 10.935394 1.299907 0.528277

Antenna 57: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Power 61.632965 26.639552 23.009976 61.632965 58.627951 36.400011 32.898048 11.411238 9.168733

Antenna 57: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 4 RF_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 57: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 57: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Power 83.814682 18.954076 21.470304 79.532076 83.814682 32.377574 31.898954 30.936274 28.654196

Antenna 57: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Power 65.429122 20.406391 24.124069 62.051046 65.429122 15.324860 18.617245 7.138516 11.074681

Antenna 57: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 4 RF_ok ee Power 4.253835 -0.768647 -0.057508 4.253835 2.234895 0.950057 0.786095 -0.658584 0.709897

Antenna 57: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Power 126.340613 29.065930 25.346935 126.340613 120.559231 54.073401 54.107223 9.022804 6.164359

Antenna 57: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
57 4 RF_ok nn Shape 12.970658 12.505380 12.970658 8.314881 10.047111 0.746705 4.046997 2.845554 7.251773